A chunking mechanism in a neural system for the parallel processing of propositional production rules.

Título inglés	A chunking mechanism in a neural system for the parallel processing of propositional production rules.
Título español	Mecanismo de bloques en un sistema neuronal para el procesamiento paralelo de reglas de producción proposicionales.
Autor/es	Burattini, Ernesto ; Pasconcino, A. ; Tamburrini, Guglielmo
Organización	Ist. Cibern [CNR], Arco Felice (Nápoles), Italia
Revista	1134-5632
Publicación	1995, 2 (2): 85-116, 21 Ref.
Tipo de documento	articulo
Idioma	Inglés
Resumen inglés	The problem of extracting more compact rules from a rule-based knowledge base is approached by means of a chunking mechanism implemented via a neural system. Taking advantage of the parallel processing potentialities of neural systems, the computational problem normally arising when introducing chuncking processes is overcome. Also the memory saturation effect is coped with using some sort of forgetting mechanism which allows the system to eliminate previously stored, but less often used chunks. Even though some connection weights are changed in the process of storing or discarding chunks, we emphasize that this neural system cannot be regarded as a connectionist system, since a localist semantic interpretation is adopted and no classical learning algorithm is employed.
Clasificación UNESCO	120304
Palabras clave español	Inteligencia artificial ; Teoría del aprendizaje ; Sistemas neuronales
Código Z-Math	Zbl 0860.68085
Acceso al artículo completo